import torch

def identify_obfuscation_patterns(file_path, model):
    """Identify obfuscation patterns using a machine learning model."""
    # Placeholder: use the model to identify obfuscation patterns
    obfuscation_patterns = f"Identified obfuscation patterns for {file_path} (this is a placeholder)"
    return obfuscation_patterns

def remove_obfuscation(file_path, model):
    """Remove obfuscation from the binary using AI models."""
    # Placeholder: use the model to deobfuscate the code
    deobfuscated_code = f"Deobfuscated code for {file_path} (this is a placeholder)"
    return deobfuscated_code

def verify_deobfuscation(deobfuscated_code):
    """Verify the integrity of the deobfuscated code."""
    # Placeholder: real logic to verify deobfuscation
    verification_result = f"Verification of deobfuscated code (this is a placeholder)"
    return verification_result
